Triple

T8163574

Position	Surface form	Disambiguated ID	Type / Status
Subject	Liam Cosgrave	`E190633`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Parliamentary Secretary to the Taoiseach The Parliamentary Secretary to the Taoiseach was a junior government ministerial role in Ireland, assisting the head of government (the Taoiseach) in carrying out executive and administrative duties.	`E715809`	NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Parliamentary Secretary to the Taoiseach | Statement: [Liam Cosgrave, positionHeld, Parliamentary Secretary to the Taoiseach]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Parliamentary Secretary to the Taoiseach
Context triple: [Liam Cosgrave, positionHeld, Parliamentary Secretary to the Taoiseach]

A. Tánaiste of Ireland
The Tánaiste of Ireland is the deputy head of government, serving as the second-highest-ranking official in the Irish cabinet and acting in place of the Taoiseach when required.
B. Deputy Chairperson of Dáil Éireann
The Deputy Chairperson of Dáil Éireann is the second-ranking presiding officer of Ireland’s lower house of parliament, who assists and substitutes for the Ceann Comhairle in overseeing parliamentary debates and procedures.
C. Shadow Secretary of State for Northern Ireland
The Shadow Secretary of State for Northern Ireland is the opposition frontbench politician responsible for scrutinising the UK government’s Northern Ireland policy and presenting alternative proposals.
D. Clerk of the Dáil
The Clerk of the Dáil is the senior parliamentary official responsible for administering the business, records, and procedures of Dáil Éireann, the lower house of the Irish parliament.
E. Department of the Taoiseach
The Department of the Taoiseach is the central Irish government department that supports the Prime Minister (Taoiseach) in leading the government, coordinating policy, and managing key national and EU affairs.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Parliamentary Secretary to the Taoiseach
Triple: [Liam Cosgrave, positionHeld, Parliamentary Secretary to the Taoiseach]

Generated description

The Parliamentary Secretary to the Taoiseach was a junior government ministerial role in Ireland, assisting the head of government (the Taoiseach) in carrying out executive and administrative duties.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Parliamentary Secretary to the Taoiseach
Target entity description: The Parliamentary Secretary to the Taoiseach was a junior government ministerial role in Ireland, assisting the head of government (the Taoiseach) in carrying out executive and administrative duties.

A. Tánaiste of Ireland
The Tánaiste of Ireland is the deputy head of government, serving as the second-highest-ranking official in the Irish cabinet and acting in place of the Taoiseach when required.
B. Deputy Chairperson of Dáil Éireann
The Deputy Chairperson of Dáil Éireann is the second-ranking presiding officer of Ireland’s lower house of parliament, who assists and substitutes for the Ceann Comhairle in overseeing parliamentary debates and procedures.
C. Shadow Secretary of State for Northern Ireland
The Shadow Secretary of State for Northern Ireland is the opposition frontbench politician responsible for scrutinising the UK government’s Northern Ireland policy and presenting alternative proposals.
D. Clerk of the Dáil
The Clerk of the Dáil is the senior parliamentary official responsible for administering the business, records, and procedures of Dáil Éireann, the lower house of the Irish parliament.
E. Department of the Taoiseach
The Department of the Taoiseach is the central Irish government department that supports the Prime Minister (Taoiseach) in leading the government, coordinating policy, and managing key national and EU affairs.
F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69ca82c0ef14819083713f4473dd847c`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb4557ebc88190b4e2cab258374d23`	completed	March 31, 2026, 3:54 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ccbf35000c8190ba78f69b7b1290e8`	completed	April 1, 2026, 6:46 a.m.
NEDg	Description generation	`batch_69ccc311d4e8819080f4aeef8ee7dc3b`	completed	April 1, 2026, 7:02 a.m.
NED2	Entity disambiguation (via description)	`batch_69ccd83115fc8190a3e276bed0a00926`	completed	April 1, 2026, 8:32 a.m.

Created at: March 30, 2026, 5:38 p.m.